{"id":"W2326500452","doi":"10.1017/s031716710000980x","title":"Skull Base Hemangiopericytoma: Treatment Options","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hemangiopericytoma; Skull; Base (topology); Medicine; Computer science; Radiology; Surgery; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0024266,0.0003899751,0.0006845354,0.001097197,0.003060207,0.0004403989,0.001037875,0.000177444,0.0005494932],"category_scores_gemma":[0.003072044,0.0002406187,0.0004051713,0.001395729,0.00856659,0.000634971,0.00005533191,0.001349531,0.00001671161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002794824,"about_ca_system_score_gemma":0.00441116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564947,"about_ca_topic_score_gemma":0.08741998,"domain_scores_codex":[0.9961314,0.0003804208,0.0008275917,0.0005417138,0.0007418581,0.00137703],"domain_scores_gemma":[0.9952442,0.000530484,0.0005345378,0.0002252881,0.0005872647,0.00287823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001389227,0.0001333281,0.948343,0.000008574946,0.00004936526,0.04095972,0.0006008254,0.0003336265,0.0008021379,0.001716807,0.001559197,0.005354448],"study_design_scores_gemma":[0.001400173,0.1913412,0.4071638,0.00005974562,0.0002746051,0.3596596,0.0007133451,0.0007093084,0.0009540834,0.007142491,0.0299468,0.0006348592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817138,0.001427546,0.000007974564,0.01049916,0.001470243,0.0002203208,0.00001319184,0.00003442866,0.004613387],"genre_scores_gemma":[0.9907708,0.000360625,0.005442909,0.002573944,0.0007087894,0.000005533811,3.692277e-7,0.00001583151,0.0001211933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5411792,"threshold_uncertainty_score":0.9982377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04582616391279428,"score_gpt":0.2997434703654593,"score_spread":0.253917306452665,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}